Note: Data compression is a method of reducing the size of the data without significant loss of information.
In the lossless compression the quality of data is not compromised. This technique allows a file to restore its original form. Lossless compression can be applied to any file format can improve the performance of the compression ratio.
Lossless Compression Techniques
- Run length encoding (RLE): This technique reduces the frequency of repeating symbols in a string by using a special marker at the beginning of the symbol.
- Lempel-Ziv-Welch (LZW): This technique also works similar to the RLE technique and search for the repeating string or words and store them in variables. It then uses a pointer at the place of string, and the pointer points the variable in which string is stored.
- Huffman Coding: This technique handles data compression of ASCII characters. It construct a full binary tree for various symbols after computing the probability of each symbol and place it in descending order.
Some more algorithm that are used in lossless compression are Arithmetic encoding, Shannon fano coding etc.
Lossless compression is used to compress text or program, images and sounds etc.
In case of lossless compression the data holding capacity of the channel is less as compared to lossy method.
The application of lossless method are follows:
RAW, BMP, PNG, WAV, FLAC, ALAC, etc.
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